Every developer knows about the OWASP Top 10,
but who actually checks it before every push? 😅
That’s where AI tools like Cursor, Lovable, Claude, or Codex CLI change the game.
With the right prompts, your AI becomes your own DevSecOps assistant —
catching SQL injection, XSS, CSRF, SSRF, and logic flaws before they ever reach production.
Here’s your 30-prompt playbook to build safer, faster, and more confidently.
🧩 1️⃣ Core App Security — Stop Common Exploits Early
1. SQL/NoSQL Injection Guard
“Scan this endpoint for user input in DB queries. Rewrite using parameterized queries or ORM filters.”
2. Authentication & Session Security
“Check token expiry, rotation, and HttpOnly + Secure + SameSite cookies.”
3. CSRF Protection
“Add anti-CSRF tokens, verify Origin headers, and show an exploit + secure fix.”
4. XSS & CSP Defense
“Find unsafe HTML renders. Sanitize with DOMPurify or Bleach, add a strict CSP.”
5. HTTPS & HSTS Enforcement
“Force HTTPS redirect. Add HSTS = 31536000 s includeSubDomains preload.”
6. Cookie Hygiene
“Ensure all cookies use Secure, HttpOnly, and SameSite flags.”
7. Password Hardening
“Replace MD5/SHA with Argon2id or bcrypt. Add rate-limiting + 2FA option.”
8. Input Validation
“Validate every payload with Joi/Zod/Nest DTOs before DB calls.”
9. RBAC Audit
“Check for missing role checks. Enforce least-privilege defaults.”
10. Rate Limiting
“Add express-rate-limit or Nginx limit to block brute-force logins.”
🌉 2️⃣ Business Logic & App Layer — Close the Sneaky Gaps
11. Payment Flow Verification
“Add Origin/Referer checks and anti-replay tokens to money routes.”
12. File Upload Sanitization
“Reject executables, enforce MIME types, rename files → UUIDs.”
13. Race Condition Audit
“Wrap dependent writes in DB transactions or optimistic locks.”
14. SSRF Prevention
“Restrict outbound requests to whitelisted domains. Block private IPs.”
15. Path Traversal Check
“Normalize paths, deny ‘../’, enforce upload directory boundaries.”
16. Deserialization & RCE Prevention
“Find eval/unserialize usage. Replace with safe object mappers.”
17. Business Logic Abuse Detector
“Check for re-usable or replayable endpoints. Enforce one-time tokens.”
18. API Abuse Rate Check
“Simulate burst traffic. Add per-token + per-IP rate-limits.”
19. WebSocket Auth
“Move token from query string → handshake. Verify JWT + Origin.”
20. Hidden Debug Route Finder
“Search repo for /test, /debug, /metrics endpoints and lock them down.”
🔐 3️⃣ Secrets, Config & Infra — Lock the Basement Door
21. Secrets Scan
“Find hard-coded API keys or DB creds. Migrate to env vars / KMS.”
22. Dockerfile & Config Review
“Run as non-root, minimal image, no plaintext secrets.”
23. Cloud Policy Check
“Review IAM roles and buckets → enforce least privilege.”
24. Dependency Vulnerability Scan
“Audit package.json / requirements.txt for outdated libs.”
25. Logging & Monitoring Setup
“Log failed logins, CSP violations, 5xxs → Datadog / ELK.”
26. Incident Alert Automation
“Trigger Slack or email alerts for replay, brute-force, or CSP violations.”
🤖 4️⃣ AI, APIs & Data Privacy — The 2025 Layer
27. Prompt Injection Defense
“Sanitize user input before it enters AI prompts. Separate system vs user context.”
28. API Schema Validation
“Add strict type validation with Joi/Zod/Nest DTOs.”
29. PII Masking & Data Minimization
“Mask or anonymize logs, auto-delete stale user data.”
30. Compliance Audit Prompt
“Generate GDPR/CCPA checklist for this stack (consent, data export, deletion).”
⚙️ How to Use Them
Tool | Workflow |
|---|---|
Cursor | Paste snippet → AI highlights risks → secure rewrite inline |
Lovable | Drop folder → full-project security patch |
Claude | Paste controller → get attack + fix explanation |
Codex CLI | `cat auth.js |
🧩 Think of them as security super-linters — live assistants that never sleep.
💰 Why It Matters (for You & Your Team)
Outcome | Value |
|---|---|
🚫 Prevent 0-days | Stop exploits before deploy |
💸 Save costs | Avg $4.45 M per breach avoided |
⚙️ Ship faster | AI fixes in seconds, not audits |
🧘 Developer peace | Less fear, more flow |
✅ Continuous compliance | OWASP + ISO 27001 built in |
🎥 Watch the Full Walkthrough
See every prompt in action — watch insecure code turn secure in minutes.
🎬 Watch the 5-min Video Overview on YouTube →
You’ll see Cursor + Lovable catch SQLi, CSRF, and XSS live — and fix them instantly.
⚡ Your Next Step
1️⃣ Try 3 of these prompts in your AI tool today.
2️⃣ Share your favorite with your team.
3️⃣ Reply to this email — tell me which one saved you the most time.
Let’s build safer, faster, and smarter — together.
#DevSecOps #AIAgents #CursorAI #ClaudeAI #LovableAI #BuildInPublic
